Hello, I'm Avnish.
I am an Open Source Developer. My interests are Computer Science, Machine Learning, and Mathematics. I publish articles to reflect on what I have learned till now.
Currently, I am working as Software Quality Engineer (Intern) at Red Hat. You can download my resume from here.
Projects
Skills
Programming Languages
- Python
- Java
- JavaScript
- C++
- Dart
- C#
Tools
- GNU/LINUX
- GCP
- AWS
- Git
- Docker
- Kubernetes
Frameworks & Libraries
- Django
- Flask
- Flutter
- .NET
- Grafana
- Bokeh
Languages
- English
- German
Experience
Software Quality Engineer (Intern) @ Red Hat
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Jul 2021 - Present
- Part of Certification QE Team.
- Working on Red Hat Enterprise Linux (RHEL) certification pipeline for Google Cloud Platform (GCP) VM instances.
Machine Learning Scientist @ Taiyo AI
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Jan 2020 - Jun 2021
- Implemented ML Pipeline for Monthly Steel Exports of China consisting models like LSTM, GRU, CatBoost, etc.
- Working on Grafana and Django based web application dashboards for clients like Tata Steel, Bouygues, and Bloomenergy.
- Contributed new data harvesters from sources like UN Comtrade, WTO, Investing.com, etc. to the ML Pipeline.
- Worked on a trader agent that benchmark-ed at 22% annual returns, consistently beating S&P 500.
Machine Learning Scientist (Intern) @ Taiyo AI
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Sep 2019 - Dec 2019
- Created an asset recommendation tool for investors that shortlists the top 10 assets from S&P 500 index for investment.
Education
Data Scientist Specialization @ DataCamp
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Sep 2019 - Feb 2020
- Learned about Machine Learning, Statistics, Databases, Python Programming, Data Visualization, Data Cleaning, Feature Engineering.
Bachelor of Technology (IT) @ Guru Gobind Singh Indraprastha University
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Jul 2017 - Jun 2021
- Learned about Data Structures & Algorithms, Theory of Computation, Automata Theory, Artificial Intelligence, Operating Systems, DBMS, Linear Algebra, Calculus.
High School @ Rich Harvest Public School
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Apr 2002 - Mar 2016
- Learned about Basic Mathematics, Physics, and Chemistry.